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Jingkai Liu

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نسخة أولية وصول مفتوح

Blocking at the Boundary: Auditing Long-Horizon Agents against Staged Prompt Injection

Jingkai Liu, Yufei Han, Xiaoting Lyu وآخرون · 2026

Long-horizon agents consume external content, invoke tools, and modify persistent state. Indirect prompt injection can exploit task-specific context, propagate across causally connected stages, and alter a consequential action while the workflow continues; we term this staged prompt injection. We build an automated, fe …

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